Guide structured four-phase bug investigations to diagnose root causes.
npx skills add https://github.com/tyhuffman7/gstack-hermes --skill investigate-tyhuffman7
Please help me install this Agent Skill. Skill: investigate Source: https://github.com/tyhuffman7/gstack-hermes/tree/main/gstack-investigate Command: npx skills add https://github.com/tyhuffman7/gstack-hermes --skill investigate-tyhuffman7
Systematically uncover the root cause of bugs by guiding a structured four-phase investigation: investigate, analyze, hypothesize, and implement. It keeps you from guessing and prevents quick fixes that mask the real issue. It proactively invites you to outline evidence and next steps to validate the root cause.
Ask me to investigate a bug and I will start a structured root-cause flow.
High-intent search queries and answers about installing and using this skill.
Root-cause analysis is a debugging method that systematically uncovers the true cause of bugs. Structured debugging enforces a four-phase flow—investigate, analyze, hypothesize, and implement—to prevent quick fixes that mask symptoms.
To find the root cause of an unclear bug, follow a structured investigation process. Collect evidence like symptoms and logs, reproduce the issue, form a hypothesis, and verify findings before implementing a fix to ensure you address the actual error.
The best way to troubleshoot errors without guessing is to use evidence collection. Centralize your symptoms, logs, and reproduction steps to validate your root-cause hypothesis, ensuring fixes target the underlying issue rather than superficial symptoms.
Yes, you can apply a structured debugging workflow to any software engineering error investigation. It guides you through evidence collection and hypothesis validation, making it effective for troubleshooting when the root cause is unclear.
Quick fixes mask the real issue during debugging because they treat symptoms without investigating the root cause. A structured four-phase investigation prevents this by enforcing evidence collection and hypothesis verification before implementation.
FoundationForgeRun structured debugging sessions to reproduce, isolate, and diagnose software errors.
haJ1tDiagnose bugs to verified root cause using reproduce-minimize-hypothesize-bisect-confirm.
BagelHoleDeploy and manage the ELK Stack for centralized log aggregation and analysis.
robertzengcnInvestigate software errors through a four-phase root cause analysis workflow.
